Sri Om Subham

Product Manager

Bengaluru, Karnataka, India6 yrs 3 mos experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • Expert in real-time machine learning systems for edge devices.
  • Proven track record in deploying computer vision solutions for UAVs.
  • Strong background in optimizing ML pipelines and performance.
Stackforce AI infers this person is a Computer Vision and AI specialist in the Defense sector.

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Skills

Core Skills

Computer VisionMachine LearningData Analysis

Other Skills

AeromodellerArtificial Intelligence (AI)BlenderBusiness-to-Business (B2B)C (Programming Language)C++CUDAClassical Computer VisionCustomer RequirementsData AnalyticsData PreparationData ScienceDeep LearningDeploymentDigital Image Processing

About

🚀 AI/Computer Vision Engineer with a passion for building real-time machine learning systems that run efficiently on edge devices like NVIDIA Jetson, Raspberry Pi (Compute accelerators), and Qualcomm AI boards. 🛠️ Developed and deployed computer vision solutions for autonomous UAVs, supporting critical defense use-cases (autonomous engagement capabilities). 📊 Skilled in designing end-to-end ML pipelines — from data preparation and model training to deployment and performance optimization. 💡 Focused on optimizing Cost-of-Compute and real-time inference, leveraging tools like TensorRT, CUDA, and ONNX for model optimization and quantization. 🧠 Exploring foundation models and Generative AI, contributing to academic research and prototypes involving vision-language transformers and LLM-based assistants. 🌱 Always learning. Always building. Let’s connect if you're working on something exciting in AI, Computer Vision, or Generative AI.

Experience

Newspace research and technologies

Computer Vision Engineer

Nov 2022Present · 3 yrs 4 mos · Bengaluru, Karnataka, India

  • Built and Deployed computer vision systems on edge devices for autonomous UAVs.
  • Designed End-to-End ML pipeline: data ingestion, cleaning, labeling, training, evaluation and
  • deployment.
Computer VisionMachine LearningData PreparationModel TrainingDeploymentPerformance Optimization

Infosys

System Engineer

Apr 2022Oct 2022 · 6 mos · India

  • Prepared and analyzed image datasets using classical computer vision, reducing Training time by 30%
  • Modified training pipelines and trained object detection models improving overall pipeline accuracy to
  • 85% for deployment.
Image Datasets PreparationClassical Computer VisionObject DetectionTraining PipelinesComputer VisionMachine Learning

Godrej & boyce mfg. co. ltd.

Assistant Manager

Jun 2019Nov 2021 · 2 yrs 5 mos · Kolkata Area, India

  • Data Analyst, Power BI, Tender and GEM Management, MIS Management. Team management.
Data AnalysisPower BITeam Management

Marksfuel education pvt. ltd.

uav engineer

Apr 2017Jun 2017 · 2 mos · Greater Kolkata Area

  • Teaching how to design, development and flying of small air vehicles.
UAV DesignTeaching

Education

Indian Institute of Technology Jodhpur

Master of Technology - MTech

Heritage Institute of Technology, Kolkata

Bachelor of Technology

Anandaram Dhandhanya S.V.M.

12th — PCM

Jun 2012Apr 2014

Mount Assisi School , Bhagalpur

10th

Jan 2001Jan 2012

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